A comprehensive survey on gait analysis: History, parameters, approaches, pose estimation, and future work

D Sethi, S Bharti, C Prakash - Artificial Intelligence in Medicine, 2022 - Elsevier
Human gait is a periodic motion of body segments—the analysis of motion and related
studies is termed gait analysis. Gait Analysis has gained much popularity because of its …

Gait analysis in neurorehabilitation: from research to clinical practice

M Bonanno, AM De Nunzio, A Quartarone, A Militi… - Bioengineering, 2023 - mdpi.com
When brain damage occurs, gait and balance are often impaired. Evaluation of the gait
cycle, therefore, has a pivotal role during the rehabilitation path of subjects who suffer from …

Profiling walking dysfunction in multiple sclerosis: characterisation, classification and progression over time

L Filli, T Sutter, CS Easthope, T Killeen, C Meyer… - Scientific reports, 2018 - nature.com
Gait dysfunction is a common and relevant symptom in multiple sclerosis (MS). This study
aimed to profile gait pathology in gait-impaired patients with MS using comprehensive 3D …

Doppler radar for the extraction of biomechanical parameters in gait analysis

AK Seifert, M Grimmer, AM Zoubir - IEEE Journal of Biomedical …, 2020 - ieeexplore.ieee.org
The applicability of Doppler radar for gait analysis is investigated by quantitatively
comparing the measured biomechanical parameters to those obtained using motion …

Gait pattern in people with multiple sclerosis: a systematic review

M Coca-Tapia, A Cuesta-Gómez, F Molina-Rueda… - Diagnostics, 2021 - mdpi.com
The aim of the present systematic review was to describe the gait pattern in people with
multiple sclerosis (MS) by compiling the main findings obtained from studies using three …

Predicting multiple sclerosis from gait dynamics using an instrumented treadmill: a machine learning approach

R Kaur, Z Chen, R Motl, ME Hernandez… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Objective: Multiple Sclerosis (MS) is a neurological condition which widely affects people 50-
60 years of age. While clinical presentations of MS are highly heterogeneous, mobility …

Outcome measures used in trials on gait rehabilitation in multiple sclerosis: a systematic literature review

L Santisteban, M Teremetz, J Irazusta, PG Lindberg… - PLoS …, 2021 - journals.plos.org
Background Multiple Sclerosis (MS) is associated with impaired gait and a growing number
of clinical trials have investigated efficacy of various interventions. Choice of outcome …

Machine learning classification of multiple sclerosis patients based on raw data from an instrumented walkway

W Hu, O Combden, X Jiang, S Buragadda… - BioMedical Engineering …, 2022 - Springer
Background Using embedded sensors, instrumented walkways provide clinicians with
important information regarding gait disturbances. However, because raw data are …

Kinematic gait analysis in people with mild-disability multiple sclerosis using statistical parametric mapping: A cross-sectional study

D Fernández-Vázquez, G Calvo-Malón… - Sensors, 2023 - mdpi.com
Multiple sclerosis (MS) is a chronic autoimmune disease that affects the central nervous
system. Gait abnormalities, such as altered joint kinematics, are common in people with MS …

A low-cost, portable, and wireless in-shoe system based on a flexible porous graphene pressure sensor

T Cui, L Yang, X Han, J Xu, Y Yang, T Ren - Materials, 2021 - mdpi.com
Monitoring gait patterns in daily life will provide a lot of biological information related to
human health. At present, common gait pressure analysis systems, such as pressure …